Cooperative MPC-based energy management for networked microgrids

A Parisio, C Wiezorek, T Kyntäjä, J Elo… - … on Smart Grid, 2017 - ieeexplore.ieee.org
Microgrids are subsystems of the distribution grid operating as a single controllable system
either connected or isolated from the grid. In this paper, a novel cooperative model …

LSTM-MPC: A deep learning based predictive control method for multimode process control

K Huang, K Wei, F Li, C Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Modern industrial processes often operate under different modes, which brings challenges
to model predictive control (MPC). Recently, most MPC related methods would establish …

A distributed algorithm for economic dispatch over time-varying directed networks with delays

T Yang, J Lu, D Wu, J Wu, G Shi, Z Meng… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
In power system operation, the economic dispatch problem (EDP) aims to minimize the total
generation cost while meeting the demand and satisfying generator capacity limits. This …

Decentralized charging control of electric vehicles in residential distribution networks

M Liu, PK Phanivong, Y Shi… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Electric vehicle (EV) charging can negatively impact electric distribution networks by
exceeding equipment thermal ratings and causing voltages to drop below standard ranges …

Coordinated distributed MPC for load frequency control of power system with wind farms

X Liu, Y Zhang, KY Lee - IEEE Transactions on Industrial …, 2016 - ieeexplore.ieee.org
Load frequency control (LFC) is crucial for the operation and design of modern electric
power systems. This becomes quite challenging, as more wind power is included into the …

Clustering load profiles for demand response applications

S Lin, F Li, E Tian, Y Fu, D Li - IEEE Transactions on Smart Grid, 2017 - ieeexplore.ieee.org
With the development of smart grid technologies, residential and commercial loads have
large potentialities to participate in demand response (DR) programs. This makes the data …

Distributed model predictive load frequency control of the multi-area power system after deregulation

M Ma, C Zhang, X Liu, H Chen - IEEE transactions on Industrial …, 2016 - ieeexplore.ieee.org
This paper proposes a distributed model predictive control scheme for the load frequency
control (LFC) problem of the deregulated multi-area interconnected power system with …

Mixed iterative adaptive dynamic programming for optimal battery energy control in smart residential microgrids

Q Wei, D Liu, FL Lewis, Y Liu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, a novel mixed iterative adaptive dynamic programming (ADP) algorithm is
developed to solve the optimal battery energy management and control problem in smart …

Optimal real-time residential thermal energy management for peak-load shifting with experimental verification

A Baniasadi, D Habibi, O Bass… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Controlling residential thermal loads and thermal energy storage is a viable tactic to engage
end-users in demand response programs (DRPs). This paper focuses on the development …

Coordinated dispatch of virtual energy storage systems in LV grids for voltage regulation

D Wang, K Meng, X Gao, J Qiu, LL Lai… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The growth in installed solar photovoltaic (PV) capacity and the ever-increasing power
demand due to the use of energy-hungry appliances have caused voltage issues. In this …